The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Numbers as on EOD 

## [1] "2021-02-10"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "107340682 (up from 106825820 yesterday: 0.48 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "2354561 (up from 2341104 yesterday: 0.57 % increase)"

Overall Confirmed Cases Count Worldwide in the past 21 Days 

## [1] 10521478

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 2.19



In- Depth Country Wise Stats (With Atleast 100000 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days TotalDeaths NewDeaths DeathsPercentIncrease FatalityRate
US 27287159 174485 0.64 2894027 471567 3364 0.72 1.73
India 10871294 12923 0.12 260411 155360 108 0.07 1.43
Brazil 9659167 59602 0.62 1020918 234850 1330 0.57 2.43
United Kingdom 3996833 13077 0.33 481037 115068 1002 0.88 2.88
Russia 3968228 14258 0.36 373092 76873 526 0.69 1.94
France 3444888 25678 0.75 421227 80591 296 0.37 2.34
Spain 3023601 18114 0.60 611283 63704 643 1.02 2.11
Italy 2668266 12947 0.49 254100 92338 336 0.37 3.46
Turkey 2556837 8642 0.34 150621 27093 95 0.35 1.06
Germany 2311297 9246 0.40 210679 63672 666 1.06 2.75
Colombia 2173347 6443 0.30 216368 56733 226 0.40 2.61
Argentina 2001034 7739 0.39 169353 49674 108 0.22 2.48
Mexico 1957889 11138 0.57 268945 169760 1328 0.79 8.67
Poland 1563645 6960 0.45 112898 39721 361 0.92 2.54
Iran 1488981 7585 0.51 140665 58686 61 0.10 3.94
South Africa 1482412 3159 0.21 112986 47145 276 0.59 3.18
Ukraine 1297537 3645 0.28 86683 25195 173 0.69 1.94
Peru 1196778 0 0.00 123564 42626 0 0.00 3.56
Indonesia 1183555 8776 0.75 243607 32167 191 0.60 2.72
Czechia 1055415 10283 0.98 146284 17642 145 0.83 1.67
Netherlands 1027023 3244 0.32 86917 14710 81 0.55 1.43
Canada 818755 3268 0.40 88425 21007 93 0.44 2.57
Portugal 774889 4387 0.57 193284 14718 161 1.11 1.90
Chile 760576 2387 0.31 79836 19105 21 0.11 2.51
Romania 752482 3048 0.41 51584 19135 79 0.41 2.54
Belgium 730951 2617 0.36 46695 21512 40 0.19 2.94
Israel 709729 6010 0.85 133887 5257 41 0.79 0.74
Iraq 634539 2282 0.36 23941 13140 6 0.05 2.07
Sweden 600244 4070 0.68 62277 12326 138 1.13 2.05
Pakistan 559093 1502 0.27 31947 12185 57 0.47 2.18
Philippines 541560 1333 0.25 35621 11401 105 0.93 2.11
Bangladesh 539153 388 0.07 9466 8239 10 0.12 1.53
Switzerland 538118 1602 0.30 33200 9711 24 0.25 1.80
Morocco 476689 564 0.12 14147 8436 12 0.14 1.77
Austria 427562 1469 0.34 29466 8114 43 0.53 1.90
Serbia 413943 2088 0.51 36498 4168 14 0.34 1.01
Japan 410434 1884 0.46 63926 6722 121 1.83 1.64
Hungary 380013 1279 0.34 25761 13347 98 0.74 3.51
Saudi Arabia 371356 369 0.10 5793 6415 5 0.08 1.73
Jordan 340177 1855 0.55 22772 4411 16 0.36 1.30
United Arab Emirates 336142 3539 1.06 72413 956 9 0.95 0.28
Panama 329367 891 0.27 25590 5550 19 0.34 1.69
Lebanon 328023 3157 0.97 63376 3803 66 1.77 1.16
Nepal 272349 134 0.05 4039 2047 0 0.00 0.75
Slovakia 268986 3179 1.20 40208 5502 120 2.23 2.05
Georgia 263601 544 0.21 13667 3311 5 0.15 1.26
Belarus 261859 1799 0.69 31365 1811 10 0.56 0.69
Ecuador 260076 293 0.11 25761 15116 30 0.20 5.81
Malaysia 251604 3288 1.32 82225 923 14 1.54 0.37
Kazakhstan 247533 1059 0.43 28006 3131 4 0.13 1.26
Croatia 236333 577 0.24 9783 5238 14 0.27 2.22
Bolivia 232502 1771 0.77 38757 10996 67 0.61 4.73
Azerbaijan 231509 147 0.06 3481 3167 4 0.13 1.37
Bulgaria 226974 913 0.40 13565 9527 45 0.47 4.20
Dominican Republic 225472 934 0.42 27349 2883 19 0.66 1.28
Tunisia 219650 1086 0.50 31277 7378 46 0.63 3.36
Ireland 205939 999 0.49 26615 3794 42 1.12 1.84
Denmark 203574 470 0.23 11387 2256 11 0.49 1.11
Costa Rica 198338 486 0.25 10626 2701 3 0.11 1.36
Lithuania 187991 570 0.30 15379 2988 16 0.54 1.59
Slovenia 175795 1431 0.82 22944 3667 13 0.36 2.09
Kuwait 173983 987 0.57 14719 980 5 0.51 0.56
Egypt 171390 610 0.36 12427 9804 53 0.54 5.72
Armenia 168496 196 0.12 3275 3130 4 0.13 1.86
Greece 167549 1482 0.89 17576 6034 17 0.28 3.60
Moldova 166553 890 0.54 12435 3589 16 0.45 2.15
Guatemala 164746 753 0.46 13422 5989 34 0.57 3.64
West Bank and Gaza 164736 761 0.46 11146 1909 12 0.63 1.16
Honduras 157468 862 0.55 20570 3806 17 0.45 2.42
Qatar 155453 451 0.29 7453 253 0 0.00 0.16
Ethiopia 144249 683 0.48 12215 2167 9 0.42 1.50
Nigeria 142578 1131 0.80 27887 1702 8 0.47 1.19
Burma 141487 39 0.03 5766 3181 1 0.03 2.25
Paraguay 140797 978 0.70 16350 2876 14 0.49 2.04
Oman 136377 190 0.14 4060 1537 1 0.07 1.13
Venezuela 131476 380 0.29 9785 1253 6 0.48 0.95
Libya 126028 467 0.37 14904 1989 7 0.35 1.58
Bosnia and Herzegovina 124696 253 0.20 5979 4853 19 0.39 3.89
Algeria 109782 223 0.20 5176 2926 2 0.07 2.67
Bahrain 109604 797 0.73 11031 391 4 1.03 0.36
Kenya 102221 173 0.17 2777 1791 2 0.11 1.75
China 100494 19 0.02 1950 4825 1 0.02 4.80

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
California 3451176 8504 0.25 353544 45496 487 1.08 1.32 87344.52 1151.44 1 in 11
Texas 2531060 12727 0.51 345506 40148 349 0.88 1.59 87290.33 1384.61 1 in 11
Florida 1798280 7537 0.42 197269 28208 160 0.57 1.57 83727.63 1313.36 1 in 12
New York 1504059 6584 0.44 224248 45312 172 0.38 3.01 77315.36 2329.24 1 in 13
Illinois 1152995 2825 0.25 71641 21869 67 0.31 1.90 90988.90 1725.80 1 in 11
Georgia 950906 3490 0.37 114257 15421 120 0.78 1.62 89560.90 1452.42 1 in 11
Ohio 928631 3281 0.35 86198 11856 63 0.53 1.28 79444.18 1014.28 1 in 13
Pennsylvania 883928 3090 0.35 96344 22726 136 0.60 2.57 69046.15 1775.19 1 in 14
North Carolina 805898 3833 0.48 114986 10181 135 1.34 1.26 76839.39 970.72 1 in 13
Arizona 789245 1977 0.25 98701 14462 176 1.23 1.83 103644.92 1899.17 1 in 10
Tennessee 750409 2947 0.39 56118 10731 100 0.94 1.43 109818.51 1570.43 1 in 9
New Jersey 732674 4370 0.60 91534 22250 147 0.67 3.04 82487.99 2505.01 1 in 12
Indiana 643305 1431 0.22 44992 12001 59 0.49 1.87 95556.16 1782.62 1 in 10
Michigan 624970 1239 0.20 35101 15939 14 0.09 2.55 62579.25 1596.00 1 in 16
Wisconsin 603255 999 0.17 30136 6705 42 0.63 1.11 103608.73 1151.58 1 in 10
Massachusetts 548946 2050 0.37 67906 15207 83 0.55 2.77 78990.68 2188.21 1 in 13
Virginia 537319 3203 0.60 81728 6932 34 0.49 1.29 62950.95 812.14 1 in 16
Missouri 484167 1068 0.22 28342 7473 10 0.13 1.54 78887.61 1217.61 1 in 13
Alabama 476067 1401 0.30 46412 8888 309 3.60 1.87 97093.42 1812.70 1 in 10
South Carolina 473140 2829 0.60 73297 7742 49 0.64 1.64 91894.79 1503.68 1 in 11
Minnesota 469905 651 0.14 20413 6387 11 0.17 1.36 83321.93 1132.52 1 in 12
Louisiana 414687 333 0.08 40105 9212 50 0.55 2.22 89203.14 1981.59 1 in 11
Colorado 407961 751 0.18 28734 5770 24 0.42 1.41 70842.11 1001.96 1 in 14
Oklahoma 407724 1660 0.41 47364 3900 30 0.78 0.96 103039.42 985.60 1 in 10
Kentucky 383032 1911 0.50 48712 4175 49 1.19 1.09 85734.12 934.49 1 in 12
Maryland 366666 1137 0.31 34313 7446 33 0.45 2.03 60649.26 1231.62 1 in 16
Utah 357339 1299 0.36 28959 1765 17 0.97 0.49 111460.91 550.54 1 in 9
Iowa 327061 911 0.28 18274 5174 29 0.56 1.58 103662.04 1639.90 1 in 10
Washington 324706 681 0.21 30689 4603 45 0.99 1.42 42640.91 604.47 1 in 23
Arkansas 309940 1092 0.35 33826 5174 26 0.51 1.67 102703.11 1714.48 1 in 10
Kansas 287213 1872 0.66 21691 4270 103 2.47 1.49 98586.35 1465.68 1 in 10
Nevada 285795 659 0.23 20652 4582 23 0.50 1.60 92785.88 1487.59 1 in 11
Mississippi 283753 784 0.28 26926 6367 25 0.39 2.24 95342.34 2139.34 1 in 10
Connecticut 265496 888 0.34 31362 7326 28 0.38 2.76 74466.94 2054.81 1 in 13
Nebraska 194632 462 0.24 10150 1986 8 0.40 1.02 100615.80 1026.67 1 in 10
New Mexico 178790 510 0.29 12955 3461 31 0.90 1.94 85266.85 1650.59 1 in 12
Idaho 166553 458 0.28 8965 1791 11 0.62 1.08 92939.15 999.41 1 in 11
Oregon 148475 543 0.37 13333 2044 13 0.64 1.38 35202.53 484.62 1 in 28
West Virginia 125951 429 0.34 14274 2175 25 1.16 1.73 70476.02 1217.02 1 in 14
Rhode Island 119893 459 0.38 12017 2259 11 0.49 1.88 113174.83 2132.42 1 in 9
South Dakota 109580 175 0.16 3517 1815 6 0.33 1.66 123866.94 2051.64 1 in 8
North Dakota 98214 39 0.04 1992 1459 2 0.14 1.49 128879.28 1914.54 1 in 8
Montana 96595 307 0.32 6340 1320 5 0.38 1.37 90378.92 1235.06 1 in 11
Puerto Rico 96494 92 0.10 7981 1897 4 0.21 1.97 30213.92 593.98 1 in 33
Delaware 81461 80032 5600.56 80145 1245 24 1.97 1.53 83655.79 1278.54 1 in 12
New Hampshire 69247 329 0.48 9810 1116 7 0.63 1.61 50927.73 820.76 1 in 20
Alaska 56097 204 0.36 3704 280 0 0.00 0.50 76682.91 382.75 1 in 13
Wyoming 52874 44 0.08 2750 647 0 0.00 1.22 91357.54 1117.91 1 in 11
Maine 41889 253 0.61 6926 641 2 0.31 1.53 31162.50 476.86 1 in 32
District of Columbia 38348 67 0.18 3945 965 4 0.42 2.52 54336.60 1367.34 1 in 18
Hawaii 26793 51 0.19 1956 422 5 1.20 1.58 18923.32 298.05 1 in 53
Vermont 13122 17 0.13 2651 187 1 0.54 1.43 21029.22 299.68 1 in 48

US Tested- Confirmed Funnel (All States)

State Level Figures

State Tested Confirmed ConfirmationRate TestedinPast21Days ConfirmedinPast21Days ConfirmationRateForPast21Days TestsPerMillPopl
1 California 44770601 3451176 7.71 5482238 353544 6.45 1133082.3
2 Texas 18414867 2531060 13.74 2338839 345506 14.77 635085.6
3 Florida 20111479 1798280 8.94 2200811 197269 8.96 936387.2
4 New York 34026048 1504059 4.42 4487667 224248 5.00 1749091.0
5 Illinois 16822385 1152995 6.85 1837736 71641 3.90 1327542.8
6 Georgia 6734381 950906 14.12 701184 114257 16.29 634276.4
7 Ohio 9426763 928631 9.85 850303 86198 10.14 806457.6
8 Pennsylvania 9634422 883928 9.17 5344160 96344 1.80 752572.3
9 North Carolina 9474340 805898 8.51 1234627 114986 9.31 903343.3
10 Arizona 3578215 789245 22.06 322940 98701 30.56 469897.0
11 Tennessee 6640932 750409 11.30 461471 56118 12.16 971866.4
12 New Jersey 9916627 732674 7.39 964810 91534 9.49 1116461.9
13 Indiana 7367210 643305 8.73 821890 44992 5.47 1094321.2
14 Michigan 9715200 624970 6.43 782104 35101 4.49 972798.6
15 Wisconsin 6384569 603255 9.45 523038 30136 5.76 1096546.4
16 Massachusetts 14520845 548946 3.78 1984133 67906 3.42 2089479.6
17 Virginia 5486136 537319 9.79 587055 81728 13.92 642741.9
18 Missouri 4276558 484167 11.32 303769 28342 9.33 696799.7
19 Alabama 2204274 476067 21.60 153637 46412 30.21 449559.6
20 South Carolina 4534832 473140 10.43 711246 73297 10.31 880769.8
21 Minnesota 6459253 469905 7.27 548899 20413 3.72 1145332.4
22 Louisiana 5235390 414687 7.92 529909 40105 7.57 1126182.4
23 Colorado 5684631 407961 7.18 586090 28734 4.90 987131.7
24 Oklahoma 3327080 407724 12.25 313118 47364 15.13 840814.9
25 Kentucky 3713640 383032 10.31 262440 48712 18.56 831224.7
26 Maryland 7304817 366666 5.02 763765 34313 4.49 1208270.5
27 Utah 2700294 357339 13.23 214818 28959 13.48 842273.7
28 Iowa 1273327 327061 25.69 50864 18274 35.93 403581.2
29 Washington 4793925 324706 6.77 528377 30689 5.81 629545.9
30 Arkansas 2552254 309940 12.14 249760 33826 13.54 845726.3
31 Kansas 1211493 287213 23.71 85788 21691 25.28 415847.0
32 Nevada 2572945 285795 11.11 210433 20652 9.81 835329.4
33 Mississippi 1644390 283753 17.26 131448 26926 20.48 552522.7
34 Connecticut 6133343 265496 4.33 759941 31362 4.13 1720294.3
35 Nebraska 2205128 194632 8.83 261117 10150 3.89 1139949.8
36 New Mexico 2458248 178790 7.27 273239 12955 4.74 1172364.6
37 Idaho 616857 166553 27.00 35558 8965 25.21 344215.8
38 Oregon 3328998 148475 4.46 341735 13333 3.90 789285.3
39 West Virginia 2041441 125951 6.17 234688 14274 6.08 1142290.5
40 Rhode Island 2691022 119893 4.46 377113 12017 3.19 2540231.3
41 South Dakota 409641 109580 26.75 16298 3517 21.58 463049.6
42 North Dakota 1367891 98214 7.18 56754 1992 3.51 1794986.5
43 Montana 1003748 96595 9.62 115864 6340 5.47 939154.8
45 Delaware 1289283 81461 6.32 147192 80145 54.45 1324020.0
46 New Hampshire 1330432 69247 5.20 160885 9810 6.10 978466.8
47 Alaska 1568003 56097 3.58 147881 3704 2.50 2143412.9
48 Wyoming 597849 52874 8.84 30399 2750 9.05 1032984.4
49 Maine 1475798 41889 2.84 195516 6926 3.54 1097890.8
50 District of Columbia 1146272 38348 3.35 121741 3945 3.24 1624192.2
51 Hawaii 1012812 26793 2.65 90904 1956 2.15 715327.4
52 Vermont 942276 13122 1.39 123800 2651 2.14 1510084.3

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region Swabs Confirmations NewConfirmations CasesPercentIncrease ConfirmationRate HospitalizedWithSymptoms IntensiveCare ActiveCases Deceased FatalityRate
Lombardia 5959396 553854 1849 0.33 9.29 3564 371 46611 27598 4.98
Veneto 4452517 318807 828 0.26 7.16 1062 136 25971 9395 2.95
Campania 2589633 236231 1635 0.70 9.12 1486 103 65751 3954 1.67
Emilia-Romagna 3335406 230078 930 0.41 6.90 1937 183 41713 9951 4.33
Piemonte 2234171 230050 669 0.29 10.30 2003 153 12049 9067 3.94
Lazio 3592299 215076 1027 0.48 5.99 2233 260 44834 5375 2.50
Sicilia 2028273 143471 695 0.49 7.07 1108 170 37587 3757 2.62
Toscana 2383750 140265 671 0.48 5.88 700 115 10923 4376 3.12
Puglia 1398270 131211 1063 0.82 9.38 1488 167 47106 3488 2.66
Liguria 919858 72590 364 0.50 7.89 607 62 4681 3483 4.80
Friuli Venezia Giulia 1214627 70876 361 0.51 5.84 481 65 10319 2619 3.70
Marche 734693 59003 421 0.72 8.03 534 72 7512 2070 3.51
P.A. Bolzano 573697 46246 789 1.74 8.06 250 34 7708 915 1.98
Abruzzo 789446 46147 314 0.69 5.85 496 52 10807 1533 3.32
Sardegna 643535 39825 161 0.41 6.19 365 32 14312 1036 2.60
Umbria 700176 39464 415 1.06 5.64 426 80 7397 863 2.19
Calabria 544013 34735 214 0.62 6.38 235 27 7217 632 1.82
P.A. Trento 555598 29443 305 1.05 5.30 142 29 2666 1174 3.99
Basilicata 224623 13901 94 0.68 6.19 82 5 3337 345 2.48
Molise 145763 9116 144 1.60 6.25 66 9 1463 296 3.25
Valle d’Aosta 72509 7877 7 0.09 10.86 15 3 147 411 5.22

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed NewConfirmations CasesPercentIncrease Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
Ontario 286321 1155 0.41 6598 39 0.59 2.30 19461.96 448.48 1 in 51
Quebec 272726 989 0.36 10112 34 0.34 3.71 31943.83 1184.40 1 in 31
Alberta 127570 339 0.27 1728 6 0.35 1.35 28906.82 391.56 1 in 35
British Columbia 71856 469 0.66 1269 6 0.48 1.77 14059.32 248.29 1 in 71
Manitoba 30417 57 0.19 859 6 0.70 2.82 22081.03 623.59 1 in 45
Saskatchewan 25843 189 0.74 348 2 0.58 1.35 21869.97 294.50 1 in 46
Nova Scotia 1588 1 0.06 65 0 0.00 4.09 1624.62 66.50 1 in 616
New Brunswick 1375 14 1.03 21 0 0.00 1.53 1762.84 26.92 1 in 567
Newfoundland and Labrador 510 53 11.60 4 0 0.00 0.78 978.20 7.67 1 in 1022
Nunavut 300 1 0.33 1 0 0.00 0.33 NA NA 1 in NA
Prince Edward Island 114 0 0.00 0 0 NaN 0.00 720.80 0.00 1 in 1387
Yukon 70 0 0.00 1 0 0.00 1.43 1704.08 24.34 1 in 587
Northwest Territories 39 1 2.63 0 0 NaN 0.00 868.52 0.00 1 in 1151
Repatriated Travellers 13 0 0.00 0 0 NaN 0.00 NA NA 1 in NA

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Deaths)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 83395.96 1441.22 1 in 12
India 8118.96 116.03 1 in 123
Brazil 46149.87 1122.07 1 in 22
United Kingdom 60157.03 1731.91 1 in 17
Russia 27461.79 531.99 1 in 36
France 51423.91 1203.03 1 in 19
Spain 64800.71 1365.28 1 in 15
Italy 44118.15 1526.75 1 in 23
Turkey 31640.11 335.27 1 in 32
Germany 27917.59 769.08 1 in 36
Colombia 44290.75 1156.16 1 in 23
Argentina 45200.68 1122.07 1 in 22
Mexico 15153.94 1313.93 1 in 66
Poland 41170.22 1045.84 1 in 24
Iran 18346.24 723.09 1 in 55
South Africa 26135.61 831.19 1 in 38
Ukraine NA NA 1 in NA
Peru 37201.68 1325.02 1 in 27
Indonesia 4483.16 121.84 1 in 223
Czechia 99100.00 1656.53 1 in 10

US Detailed State and County Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the state/ county level in USA.

Epidemic Curve: Delta in Confirmed Cases in US States

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various US states. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 30 states in USA as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in US States

Number of Deaths in the past 24 hrs

Top 100 US Counties with the Highest Cases and Deaths

All NYC boroughs are mentioned together as New York County

County State Confirmations Deaths FatalityRate
Los Angeles California 1155491 18519 1.60
Maricopa Arizona 492996 8209 1.67
Cook Illinois 462667 9046 1.96
Miami-Dade Florida 387940 5062 1.30
Harris Texas 330256 4607 1.39
Riverside California 284168 3454 1.22
San Bernardino California 279673 2184 0.78
Dallas Texas 270796 3072 1.13
Orange California 254417 3451 1.36
San Diego California 248861 2904 1.17
Tarrant Texas 232292 2529 1.09
Clark Nevada 220204 3525 1.60
Queens New York 189709 8372 4.41
Kings New York 187592 8654 4.61
Bexar Texas 185444 2591 1.40
Broward Florida 181427 2202 1.21
Suffolk New York 150965 2912 1.93
Nassau New York 136277 2781 2.04
Salt Lake Utah 133913 713 0.53
Bronx New York 128269 5576 4.35
El Paso Texas 117743 2205 1.87
Philadelphia Pennsylvania 113519 2984 2.63
Palm Beach Florida 112367 2294 2.04
Franklin Ohio 107954 714 0.66
Orange Florida 107756 1014 0.94
Middlesex Massachusetts 106111 3256 3.07
Santa Clara California 106023 1594 1.50
Pima Arizona 105829 1981 1.87
Milwaukee Wisconsin 105088 1220 1.16
Hillsborough Florida 104604 1377 1.32
Westchester New York 99309 1996 2.01
Wayne Michigan 98783 4052 4.10
Kern California 98636 664 0.67
Hennepin Minnesota 97559 1557 1.60
New York New York 91820 3693 4.02
Cuyahoga Ohio 91739 1235 1.35
Fresno California 91730 1283 1.40
Mecklenburg North Carolina 91133 796 0.87
Sacramento California 89378 1352 1.51
Marion Indiana 88508 1594 1.80
Gwinnett Georgia 87303 834 0.96
Utah Utah 86806 301 0.35
St. Louis Missouri 85740 1776 2.07
Duval Florida 85069 997 1.17
Shelby Tennessee 83324 1385 1.66
King Washington 80796 1295 1.60
Fulton Georgia 80693 1021 1.27
Essex Massachusetts 80057 2051 2.56
Providence Rhode Island 78666 1674 2.13
Collin Texas 78080 645 0.83
Oklahoma Oklahoma 77947 638 0.82
Alameda California 77216 1063 1.38
Davidson Tennessee 77018 798 1.04
Fairfield Connecticut 76010 1975 2.60
Ventura California 74333 696 0.94
Suffolk Massachusetts 74329 1617 2.18
DuPage Illinois 74151 1139 1.54
Travis Texas 72972 777 1.06
Oakland Michigan 72411 1933 2.67
Allegheny Pennsylvania 72177 1608 2.23
Bergen New Jersey 70978 2525 3.56
Prince George’s Maryland 70244 1272 1.81
Hamilton Ohio 70101 488 0.70
Hidalgo Texas 69765 2526 3.62
Wake North Carolina 69757 501 0.72
Jefferson Kentucky 69361 751 1.08
Jefferson Alabama 68930 1245 1.81
Essex New Jersey 68413 2580 3.77
Tulsa Oklahoma 67702 637 0.94
Middlesex New Jersey 67578 1995 2.95
New Haven Connecticut 67075 1848 2.76
Hartford Connecticut 66945 2208 3.30
Cobb Georgia 65554 809 1.23
San Joaquin California 64457 943 1.46
Hudson New Jersey 64105 1912 2.98
Will Illinois 62814 861 1.37
Fairfax Virginia 62445 821 1.31
Douglas Nebraska 62291 596 0.96
Pinellas Florida 62132 1357 2.18
Worcester Massachusetts 62062 1916 3.09
Montgomery Maryland 61001 1360 2.23
Erie New York 60348 1520 2.52
Contra Costa California 59751 580 0.97
Greenville South Carolina 59493 774 1.30
Denton Texas 58644 567 0.97
Lake Illinois 57486 892 1.55
Macomb Michigan 57089 1909 3.34
Denver Colorado 57068 746 1.31
Lee Florida 54762 835 1.52
Fort Bend Texas 54233 512 0.94
DeKalb Georgia 53674 724 1.35
Ocean New Jersey 53580 1736 3.24
Passaic New Jersey 53576 1628 3.04
Stanislaus California 53388 881 1.65
Polk Florida 53316 1030 1.93
Union New Jersey 53193 1704 3.20
Bristol Massachusetts 53011 1403 2.65
Richmond New York 52200 1499 2.87
Sedgwick Kansas 52198 617 1.18
Monmouth New Jersey 52017 1324 2.55

Overall US Choropleth Map

Choropleths are an ideal way to visualize the past/ current COVID-19 hotspots within a country. The below were the overall (not current) hotspots in the US.

County level COVID-19 Confirmations Map

Canada Detailed Province Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the province level in Canada.

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in the most affected Canadian provinces- Quebec, Ontario, Alberta and British Columbia. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Epidemic Curve: Delta in Confirmed Cases in Canadian Provinces

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in Canadian Provinces

Number of Deaths in the past 24 hrs

Data Sources

Github Repo: CSSEGISandData, The NY Times, amodm/api-covid19-in and pcm-dpc